FedDL: personalized federated deep learning for enhanced detection and classification of diabetic retinopathy by Dasari Bhulakshmi, Dharmendra Singh Rajput

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ETHNIC COMPOSITION OF TERRITORIES AND THE UNIFIED STATE EXAMINATION RESULTS by L. M. Nurieva, S. G. Kiselev

“…The statistical connection between the ethnic composition of participants and the average score turned out to be weak and unstable. …”
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A novel modeling method for forward-flyback converter and investigating proper design with guidelines to eliminate right half plane zeros by Sayed Mohsen Ahmadi, Navid Reza Abjadi, Sayed Vahid Mirmoghtadaei, Ehsan Adib

“…Obtaining the transfer function of the forward-flyback converter through the average state space equations is a difficult task. …”
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Influence of climatic factors on ecological performance of the economy: empirical evidence from BRI countries by Muhammad Rizwanullah, Muhammad Nasrullah, Suliman Almojel

“…Despite extensive research on climate change, there is a significant gap in understanding the combined impact of climatic factors such as urban population growth, forest area, electricity production from oil and nuclear sources, and average precipitation on ecological performance in Belt and Road Initiative (BRI) countries. …”
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An Ensemble Learning-Based Predictive Parameterization Approach for Permanent Magnet Synchronous Machines by Sema Nur Ipek, Nur Bekiroglu, Murat Taskiran

“…It also outperformed individual models in error metrics, with a MAPE of 7.66% for (R) compared to 23.06% (TRF) and 29.42% (LRNN). The visualization analysis confirmed the model’s strong predictive capability, as the error distribution is tightly clustered around zero, the estimated values align closely with the ideal line, and the real trends in efficiency and torque across various load conditions are accurately represented. …”
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IMPROVING THE ACCURACY OF DETERMINING DEVIANT GROUPS IN THE SELECTION AND MONITORING OF THE CRITICAL INFORMATION INFRASTRUCTURE ENTERPRISES STAFF by Vladimir L. Evseev, Anton S. Burakov, Anatoly V. Marchenko

Subjects: “…security of critical information infrastructure enterprises, digital profile, behavioral features, cluster analysis, k-means method, iterative algorithm, deviation, centroid initialization, average intra-cluster distance, heat map.…”
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MONITORING OF CHILDREN’S CANCER INCIDENCE IN THE REPUBLIC OF DAGESTAN by M. G. Daudova, G. M. Abdurakhmanov, A. G. Gasangadzhieva, T. N. Ashurbekova

“…Analysis of the age structure of malignant tumors revealed extensive highest incidence of children in the age group from 0 to 4 years, where the average annual rate of cancer rates of males was higher than that of females. …”
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ESTIMATION OF TENDENCIES IN THE HEIGHT OF THE SNOW COVERAT WEATHER STATIONS IN THE NORTHERN CAUCASUS by L. A. Kesheva

“…Conclusions. Analysis of changes in the growth rate of the average ten-day snow cover showed that there was an increase, both in the baseline (19612018) and in the period 1976-2018. …”
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Direct analytical efficiency assessment of the NaI(Tl) gamma-ray detector (Romashka) by Thabet Abouzeid A., Badawi Mohamed S., Hamzawy Ayman, Ruskov Ivan N., Badawi Mohamed I., Sirakov Ivan A., Kopatch Yuri N., Grozdanov Dimitar N., Salem Bohaysa A.

“…It is employed in neutron activation analysis and prompt-gamma neutron activation analysis. …”
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Nonlinear companding transform for PAPR reduction in lattice-OFDM system by Si-ming PENG, Yue-hong SHEN, Zhi-gang YUAN, Yu-wei MIAO, Wei JIAN

“…Since the inherent higher peak-to-average power ratio (PAPR) in lattice OFDM (LOFDM) is higher than that of conventional OFDM systems, a novel continuous and differentiable nonlinear companding scheme is investigated and analyzed when employing the conventional companding transforms. …”
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Nonlinear companding transform for PAPR reduction in lattice-OFDM system by Si-ming PENG, Yue-hong SHEN, Zhi-gang YUAN, Yu-wei MIAO, Wei JIAN

“…Since the inherent higher peak-to-average power ratio (PAPR) in lattice OFDM (LOFDM) is higher than that of conventional OFDM systems, a novel continuous and differentiable nonlinear companding scheme is investigated and analyzed when employing the conventional companding transforms. …”
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Divergent trends in the burden of esophageal, gastric, and liver cancers in China by Yongjie Xu, Changfa Xia, Jiachen Wang, Yujie Wu, Wanqing Chen

“…Data from 22 cancer registries in China were employed for the trend analysis of the ASRs for incidence and mortality of these three cancers. …”
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Arithmetic coder optimization for compressing images obtained through remote probing of water bodies by R. V. Arzumanyan

“…The theoretical results of this work extend tools of the average-case complexity analysis of the algorithm. …”
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How to handle high subgenome sequence similarity in allopolyploid Fragaria x ananassa: linkage disequilibrium based variant filtering by Tim Koorevaar, Johan H. Willemsen, Dominic Hildebrand, Richard G.F. Visser, Paul Arens, Chris Maliepaard

“…By classifying variants into correct (type 1) and erroneous types (homoeologous variants—type 2, and multi-locus variants—type 3), we can improve the reliability of downstream analyses. Results Our analysis reveals that while erroneous variant types often display skewed average allele balances (AAB) for heterozygous calls, this measure alone is insufficient. …”
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Different trends in the dynamics of Arctic lakes in North Siberia under climate change in 1985–2021 by Y. M. Polishchuk, M. A. Kupriyanov, V. Y. Polishchuk

“…Using images of the Landsat 4, 5, 7, and 8 satellites, time series of data on average values of lake areas for the indicated regions were obtained on the basis on averaging areas of lakes over 23 test (key) areas. …”
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Meijer-G Function With Continued Product and Integer Exponent: Performance of Multi-Aperture UOWC System Over EGG Turbulence by Arvind Kumar, Nikumani Choudhury, Jayendra N. Bandyopadhyay, S. M. Zafaruddin

“…We also develop asymptotic expressions for the average BER at a high signal-to-noise (SNR) to capture insights into the system's performance. …”
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Moscow Population Before and After the COVID-19 Pandemic by A. A. Savina, E. V. Zemlyanova

“…On average, the population of Moscow is two years older than that of the Russian Federation as a whole.Discussion. …”
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Concept of system frequency and underlying physical backgrounds by Yanjun Liu, Yifan Fang, Jiabing Hu, Wei He, Meng Zhan, Wei Huang, Wenyun Li, Suwei Zhai

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Evaluating the performance of artificial intelligence models for temperature downscaling (Study area: Ardabil province) by Mohammad Hossein Jahangir, Seyed Mohammad Ehsan Azimi

“…Based on downscaling results of all forecasting scenarios, an increase in average daily temperature is also predicted by 2100 in all studied stations.Conclusion: Based on the results of the study, all forecasting scenarios and all methods of downscaling show increasing the daily average temperature by 2100. …”
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An Adaptive Approach in Channel Quantization for Small Cells Based on Per-Receiver Antenna Quantization by Sanjeeb Shrestha, Xiaoying Kong, Paul Kwan, Xiaojing Huang

“…Additionally, we address the issue of code quantization error (CQE), which arises when two distinct channels are quantized using the same code, as well as the average system error (AvgSysErr), which can increase due to elevated CQE. …”
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